Personal profile
About
Data science in space and time for the environment – Optimal use of machine learning and geostatistics for natural science application.
Link to Utrecht University staff page
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 14 Life Below Water -
SDG 15 Life on Land
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Publication network from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Conceptual Framework for Assessing Soil Structural Attributes Across Contrasting Land-Use Types
Schmücker, N., Lehmann, P., Duddek, P., Kirchgessner, N. & Nussbaum, M., 1 May 2026, In: European Journal of Soil Science. 77, 3, e70343.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
Generation and validation of a high-resolution fossil diatom record from Saliña Bartol, Bonaire, based on convolutional neural networks
van der Kuil, R., Nooren, K., Nussbaum, M., Donders, T. & Bennink, E., 14 Feb 2026, In: Applied Computing and Geosciences. 29, 100326.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
Improving snow water equivalent modelling: a comparative study of hybrid machine learning techniques
Pomarol Moya, O., Nussbaum, M., Mehrkanoon, S., Kraaijenbrink, P. D. A., Gouttevin, I., Karssenberg, D. & Immerzeel, W. W., 3 Mar 2026, In: Cryosphere. 20, 2, p. 1427-1444 18 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
OpenLandMap-soildb: global soil information at 30 m spatial resolution for 2000–2022+ based on spatiotemporal Machine Learning and harmonized legacy soil samples and observations
Hengl, T., Consoli, D., Tian, X., Nauman, T. W., Nussbaum, M., Isik, M. S., Parente, L., Ho, Y. F., Simoes, R., Gupta, S., Samuel-Rosa, A., Horst, T. Z., Safanelli, J. L. & Harris, N., 6 Feb 2026, In: Earth System Science Data. 18, 2, p. 989-1036 48 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
Using surface drifters to characterise near-surface ocean dynamics in the southern North Sea: a data-driven approach
Medina-Rubio, J., Nussbaum, M., van den Bremer, T. S. & van Sebille, E., 7 Jan 2026, In: Ocean Science. 22, 1, p. 49-74 26 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile